no code implementations • 30 Dec 2018 • Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
The analysis is performed in terms of efficiency and prediction accuracy on 4 polyphonic music tasks.
no code implementations • 19 Feb 2018 • Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
In this paper, we introduce a novel approach for diagnosis of Parkinson's Disease (PD) based on deep Echo State Networks (ESNs).
no code implementations • 16 May 2017 • Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
Recently, studies on deep Reservoir Computing (RC) highlighted the role of layering in deep recurrent neural networks (RNNs).